hanyin88 / DRG-LLaMALinks
This repository contains the code used for DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients (https://arxiv.org/abs/2309.12625).
☆28Updated last year
Alternatives and similar repositories for DRG-LLaMA
Users that are interested in DRG-LLaMA are comparing it to the libraries listed below
Sorting:
- Official repository of "EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records" (ACL 2024 Fi…☆16Updated 11 months ago
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆38Updated 4 months ago
- Deep Generative Modelling of Patient Timelines using Electronic Health Records☆63Updated last week
- Official Codes for "Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes"☆106Updated 10 months ago
- PMC-Patients☆97Updated last year
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆18Updated last year
- Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records☆20Updated 2 years ago
- Code repository to analyse the performance and results of selected LLMs using the MIMIC CDM dataset.☆19Updated 4 months ago
- Code repository to create the MIMIC-CDM Dataset.☆34Updated 4 months ago
- CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks☆35Updated last month
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆23Updated last year
- ☆39Updated last year
- Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…☆45Updated last year
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆22Updated 10 months ago
- PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems…☆67Updated last year
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆100Updated 6 months ago
- Expert-Curated Oncology Reports to Advance Language Model Inference☆29Updated last year
- Training HuggingFace models on EHR data☆26Updated 3 weeks ago
- Vector Guideline Comparison for Medical Oncology☆33Updated last year
- Almanac: Retrieval-Augmented Language Models for Clinical Medicine☆33Updated last year
- The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"☆20Updated last year
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆14Updated 10 months ago
- A Python Natural Language Processing Toolkit for Medical Text Generation☆81Updated last month
- public code repository for paper "Health system scale language models are general purpose clinical prediction engines"☆113Updated last year
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆67Updated 2 months ago
- ☆124Updated last year
- A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)☆176Updated 2 weeks ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆32Updated 5 months ago
- For Med-Gemini, we relabeled the MedQA benchmark; this repo includes the annotations and analysis code.☆49Updated last year
- General tutorials for the setup and use of MedCAT.☆37Updated last month